[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_9c1a23818fd2ded8e032f13a","course_id":"GEOG 500","catalog_version_id":"e155decbc93562c8c4b26235b487269381fdf9f6dfe67016f4be818c61ddf1d5","record_version_id":"b0188b14752cb011639d76f8c9f8fe8fcf5857c2f5449c073bad09d41c78577f","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"6c869d8c30bc22b35c7fe650cab4f8ad3bd801780e14b7b2c02aa0cbfb49785c","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Junior standing\",\"course\":null,\"evidence\":\"Junior standing\",\"id\":\"n1\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n1\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_9c1a23818fd2ded8e032f13a","course_id":"GEOG 500","catalog_version_id":"e155decbc93562c8c4b26235b487269381fdf9f6dfe67016f4be818c61ddf1d5","record_version_id":"b0188b14752cb011639d76f8c9f8fe8fcf5857c2f5449c073bad09d41c78577f","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"6c869d8c30bc22b35c7fe650cab4f8ad3bd801780e14b7b2c02aa0cbfb49785c","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"requirements_text\",\"quote\":\"Junior standing\",\"source_url\":\"https://guide.wisc.edu/courses/geog/\"}],\"text\":\"Junior standing\"}],\"search_phrases\":[\"qualitative research methods in geography\",\"geography fieldwork preparation\",\"participant observation and interviewing\",\"human subjects review process\",\"focus groups in geography\",\"archival research methods\",\"participatory action research\",\"analyzing qualitative field materials\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Implement different qualitative methods in research.\",\"source_url\":\"https://guide.wisc.edu/courses/geog/\"},{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"Surveys qualitative research and methods in geography\",\"source_url\":\"https://guide.wisc.edu/courses/geog/\"}],\"text\":\"Implementing qualitative research methods\"},{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"including the human subjects review process, research ethics\",\"source_url\":\"https://guide.wisc.edu/courses/geog/\"}],\"text\":\"Understanding human subjects review and research ethics\"},{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"preparing for fieldwork, participant observation, interviewing, focus groups\",\"source_url\":\"https://guide.wisc.edu/courses/geog/\"}],\"text\":\"Preparing for fieldwork using observation, interviewing, and focus groups\"},{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"filmic experiences, archival research, participatory action research\",\"source_url\":\"https://guide.wisc.edu/courses/geog/\"}],\"text\":\"Conducting filmic, archival, and participatory action research\"},{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"analyzing field materials and writing styles in qualitative research.\",\"source_url\":\"https://guide.wisc.edu/courses/geog/\"}],\"text\":\"Analyzing field materials and writing styles\"}],\"summary\":{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"title\",\"quote\":\"QUALITATIVE STRATEGIES IN GEOGRAPHY\",\"source_url\":\"https://guide.wisc.edu/courses/geog/\"},{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"Surveys qualitative research and methods in geography, including the human subjects review process, research ethics, preparing for fieldwork, participant observation, interviewing, focus groups, filmic experiences, archival research, participatory action research, analyzing field materials and writing styles in qualitative research.\",\"source_url\":\"https://guide.wisc.edu/courses/geog/\"}],\"text\":\"Survey of qualitative research and methods in geography, covering ethics, fieldwork, observation, interviewing, focus groups, film, archives, and analysis.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"the human subjects review process, research ethics\",\"source_url\":\"https://guide.wisc.edu/courses/geog/\"}],\"text\":\"Human subjects review and research ethics\"},{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"preparing for fieldwork, participant observation, interviewing, focus groups\",\"source_url\":\"https://guide.wisc.edu/courses/geog/\"}],\"text\":\"Fieldwork preparation, observation, interviewing, and focus groups\"},{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"filmic experiences, archival research, participatory action research\",\"source_url\":\"https://guide.wisc.edu/courses/geog/\"}],\"text\":\"Filmic experiences, archival research, and participatory action research\"},{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"analyzing field materials and writing styles in qualitative research.\",\"source_url\":\"https://guide.wisc.edu/courses/geog/\"}],\"text\":\"Analysis of field materials and writing styles\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_9c1a23818fd2ded8e032f13a","course_id":"GEOG 500","catalog_version_id":"e155decbc93562c8c4b26235b487269381fdf9f6dfe67016f4be818c61ddf1d5","record_version_id":"b0188b14752cb011639d76f8c9f8fe8fcf5857c2f5449c073bad09d41c78577f","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"6c869d8c30bc22b35c7fe650cab4f8ad3bd801780e14b7b2c02aa0cbfb49785c","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_9c1a23818fd2ded8e032f13a","course_id":"GEOG 500","catalog_version_id":"e155decbc93562c8c4b26235b487269381fdf9f6dfe67016f4be818c61ddf1d5","record_version_id":"b0188b14752cb011639d76f8c9f8fe8fcf5857c2f5449c073bad09d41c78577f","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"6c869d8c30bc22b35c7fe650cab4f8ad3bd801780e14b7b2c02aa0cbfb49785c","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"3811d93cd9964cca889d5231c65ce750cf55d458e4fbef3bf6e4935756efcfa9\",\"course_id\":\"GEOG 500\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"GEOG 500\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"f112e6a8-82b5-3ca0-96a5-02b086af147f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"GEOG 500\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"f112e6a8-82b5-3ca0-96a5-02b086af147f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"GEOG 500\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"f112e6a8-82b5-3ca0-96a5-02b086af147f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2014: 3.81 GPA, 100.0% A/AB (n=8 letter grades); Fall 2017: 3.91 GPA, 100.0% A/AB (n=11 letter grades); Fall 2021: 3.94 GPA, 100.0% A/AB (n=8 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[],\"term_id\":\"1274\",\"term_name\":\"2027 Sprng\",\"version\":3}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_9c1a23818fd2ded8e032f13a","course_id":"GEOG 500","catalog_version_id":"0cf4e09fffd208bcba9d020ec43b0fb95650753c6b7a38a8918ec1b1d168d3d9","record_version_id":"a9e68c6da70160acd1bcf04e44be97752b441e6b7d6a7c2c7688b1acf04979e5","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"9a39c521f81ee273433a0313a5c658cecf5e935a42f845d1cc643856914747fb","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Junior standing\",\"course\":null,\"evidence\":\"Junior standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_9c1a23818fd2ded8e032f13a","course_id":"GEOG 500","catalog_version_id":"0cf4e09fffd208bcba9d020ec43b0fb95650753c6b7a38a8918ec1b1d168d3d9","record_version_id":"a9e68c6da70160acd1bcf04e44be97752b441e6b7d6a7c2c7688b1acf04979e5","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"9a39c521f81ee273433a0313a5c658cecf5e935a42f845d1cc643856914747fb","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"qualitative research methods geography\",\"human subjects review process\",\"fieldwork preparation ethics\",\"participant observation interviewing\",\"qualitative data analysis writing\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"analyzing field materials and writing styles in qualitative research\"}],\"text\":\"Analyze field materials and write in qualitative styles\"},{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"participant observation, interviewing, focus groups\"}],\"text\":\"Conduct participant observation, interviewing, and focus groups\"},{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"preparing for fieldwork\"}],\"text\":\"Prepare for fieldwork\"},{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"human subjects review process, research ethics\"}],\"text\":\"Navigate human subjects review and research ethics\"},{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"archival research, participatory action research\"}],\"text\":\"Perform archival and participatory action research\"}],\"summary\":{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"title\",\"quote\":\"QUALITATIVE STRATEGIES IN GEOGRAPHY\"}],\"text\":\"GEOG 500 surveys qualitative research strategies and methods in geography.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"qualitative research and methods in geography\"}],\"text\":\"Qualitative research and methods in geography\"},{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"human subjects review process, research ethics\"}],\"text\":\"Human subjects review and research ethics\"},{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"preparing for fieldwork\"}],\"text\":\"Fieldwork preparation\"},{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"participant observation, interviewing, focus groups\"}],\"text\":\"Participant observation, interviewing, and focus groups\"},{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"filmic experiences\"}],\"text\":\"Filmic experiences\"},{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"archival research\"}],\"text\":\"Archival research\"},{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"participatory action research\"}],\"text\":\"Participatory action research\"},{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"analyzing field materials and writing styles in qualitative research\"}],\"text\":\"Analyzing field materials and writing styles\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_9c1a23818fd2ded8e032f13a","course_id":"GEOG 500","catalog_version_id":"0cf4e09fffd208bcba9d020ec43b0fb95650753c6b7a38a8918ec1b1d168d3d9","record_version_id":"a9e68c6da70160acd1bcf04e44be97752b441e6b7d6a7c2c7688b1acf04979e5","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"9a39c521f81ee273433a0313a5c658cecf5e935a42f845d1cc643856914747fb","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_9c1a23818fd2ded8e032f13a","course_id":"GEOG 500","catalog_version_id":"0cf4e09fffd208bcba9d020ec43b0fb95650753c6b7a38a8918ec1b1d168d3d9","record_version_id":"a9e68c6da70160acd1bcf04e44be97752b441e6b7d6a7c2c7688b1acf04979e5","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"bd1eaf42c6faeeb112aae39f26ebb20d1b81ec8664cd689cb1258f793dc45ab7","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Junior standing\",\"course\":null,\"evidence\":\"Junior standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_9c1a23818fd2ded8e032f13a","course_id":"GEOG 500","catalog_version_id":"0cf4e09fffd208bcba9d020ec43b0fb95650753c6b7a38a8918ec1b1d168d3d9","record_version_id":"a9e68c6da70160acd1bcf04e44be97752b441e6b7d6a7c2c7688b1acf04979e5","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"bd1eaf42c6faeeb112aae39f26ebb20d1b81ec8664cd689cb1258f793dc45ab7","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"qualitative research methods geography\",\"human subjects review process\",\"fieldwork preparation ethics\",\"participant observation interviewing\",\"qualitative data analysis writing\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"analyzing field materials and writing styles in qualitative research\"}],\"text\":\"Analyze field materials and write in qualitative styles\"},{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"participant observation, interviewing, focus groups\"}],\"text\":\"Conduct participant observation, interviewing, and focus groups\"},{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"preparing for fieldwork\"}],\"text\":\"Prepare for fieldwork\"},{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"human subjects review process, research ethics\"}],\"text\":\"Navigate human subjects review and research ethics\"},{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"archival research, participatory action research\"}],\"text\":\"Perform archival and participatory action research\"}],\"summary\":{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"title\",\"quote\":\"QUALITATIVE STRATEGIES IN GEOGRAPHY\"}],\"text\":\"GEOG 500 surveys qualitative research strategies and methods in geography.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"qualitative research and methods in geography\"}],\"text\":\"Qualitative research and methods in geography\"},{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"human subjects review process, research ethics\"}],\"text\":\"Human subjects review and research ethics\"},{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"preparing for fieldwork\"}],\"text\":\"Fieldwork preparation\"},{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"participant observation, interviewing, focus groups\"}],\"text\":\"Participant observation, interviewing, and focus groups\"},{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"filmic experiences\"}],\"text\":\"Filmic experiences\"},{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"archival research\"}],\"text\":\"Archival research\"},{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"participatory action research\"}],\"text\":\"Participatory action research\"},{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"analyzing field materials and writing styles in qualitative research\"}],\"text\":\"Analyzing field materials and writing styles\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_9c1a23818fd2ded8e032f13a","course_id":"GEOG 500","catalog_version_id":"0cf4e09fffd208bcba9d020ec43b0fb95650753c6b7a38a8918ec1b1d168d3d9","record_version_id":"a9e68c6da70160acd1bcf04e44be97752b441e6b7d6a7c2c7688b1acf04979e5","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"bd1eaf42c6faeeb112aae39f26ebb20d1b81ec8664cd689cb1258f793dc45ab7","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_9c1a23818fd2ded8e032f13a","course_id":"GEOG 500","catalog_version_id":"e155decbc93562c8c4b26235b487269381fdf9f6dfe67016f4be818c61ddf1d5","record_version_id":"b0188b14752cb011639d76f8c9f8fe8fcf5857c2f5449c073bad09d41c78577f","job_id":"enrich-6556a505c10f448d98d02466","output_id":"ffff6031069be6356695c7e395eb6d2aef4ba2fe6468869ca77a7ef50606dd4b","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Junior standing\",\"course\":null,\"evidence\":\"Junior standing\",\"id\":\"n1\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n1\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_9c1a23818fd2ded8e032f13a","course_id":"GEOG 500","catalog_version_id":"e155decbc93562c8c4b26235b487269381fdf9f6dfe67016f4be818c61ddf1d5","record_version_id":"b0188b14752cb011639d76f8c9f8fe8fcf5857c2f5449c073bad09d41c78577f","job_id":"enrich-6556a505c10f448d98d02466","output_id":"ffff6031069be6356695c7e395eb6d2aef4ba2fe6468869ca77a7ef50606dd4b","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"requirements_text\",\"quote\":\"Junior standing\",\"source_url\":\"https://guide.wisc.edu/courses/geog/\"}],\"text\":\"Junior standing\"}],\"search_phrases\":[\"qualitative research methods in geography\",\"geography fieldwork preparation\",\"participant observation and interviewing\",\"human subjects review process\",\"focus groups in geography\",\"archival research methods\",\"participatory action research\",\"analyzing qualitative field materials\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Implement different qualitative methods in research.\",\"source_url\":\"https://guide.wisc.edu/courses/geog/\"},{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"Surveys qualitative research and methods in geography\",\"source_url\":\"https://guide.wisc.edu/courses/geog/\"}],\"text\":\"Implementing qualitative research methods\"},{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"including the human subjects review process, research ethics\",\"source_url\":\"https://guide.wisc.edu/courses/geog/\"}],\"text\":\"Understanding human subjects review and research ethics\"},{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"preparing for fieldwork, participant observation, interviewing, focus groups\",\"source_url\":\"https://guide.wisc.edu/courses/geog/\"}],\"text\":\"Preparing for fieldwork using observation, interviewing, and focus groups\"},{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"filmic experiences, archival research, participatory action research\",\"source_url\":\"https://guide.wisc.edu/courses/geog/\"}],\"text\":\"Conducting filmic, archival, and participatory action research\"},{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"analyzing field materials and writing styles in qualitative research.\",\"source_url\":\"https://guide.wisc.edu/courses/geog/\"}],\"text\":\"Analyzing field materials and writing styles\"}],\"summary\":{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"title\",\"quote\":\"QUALITATIVE STRATEGIES IN GEOGRAPHY\",\"source_url\":\"https://guide.wisc.edu/courses/geog/\"},{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"Surveys qualitative research and methods in geography, including the human subjects review process, research ethics, preparing for fieldwork, participant observation, interviewing, focus groups, filmic experiences, archival research, participatory action research, analyzing field materials and writing styles in qualitative research.\",\"source_url\":\"https://guide.wisc.edu/courses/geog/\"}],\"text\":\"Survey of qualitative research and methods in geography, covering ethics, fieldwork, observation, interviewing, focus groups, film, archives, and analysis.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"the human subjects review process, research ethics\",\"source_url\":\"https://guide.wisc.edu/courses/geog/\"}],\"text\":\"Human subjects review and research ethics\"},{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"preparing for fieldwork, participant observation, interviewing, focus groups\",\"source_url\":\"https://guide.wisc.edu/courses/geog/\"}],\"text\":\"Fieldwork preparation, observation, interviewing, and focus groups\"},{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"filmic experiences, archival research, participatory action research\",\"source_url\":\"https://guide.wisc.edu/courses/geog/\"}],\"text\":\"Filmic experiences, archival research, and participatory action research\"},{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"analyzing field materials and writing styles in qualitative research.\",\"source_url\":\"https://guide.wisc.edu/courses/geog/\"}],\"text\":\"Analysis of field materials and writing styles\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_9c1a23818fd2ded8e032f13a","course_id":"GEOG 500","catalog_version_id":"e155decbc93562c8c4b26235b487269381fdf9f6dfe67016f4be818c61ddf1d5","record_version_id":"b0188b14752cb011639d76f8c9f8fe8fcf5857c2f5449c073bad09d41c78577f","job_id":"enrich-6556a505c10f448d98d02466","output_id":"ffff6031069be6356695c7e395eb6d2aef4ba2fe6468869ca77a7ef50606dd4b","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_9c1a23818fd2ded8e032f13a","course_id":"GEOG 500","catalog_version_id":"0cf4e09fffd208bcba9d020ec43b0fb95650753c6b7a38a8918ec1b1d168d3d9","record_version_id":"a9e68c6da70160acd1bcf04e44be97752b441e6b7d6a7c2c7688b1acf04979e5","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"3d53a5a21da90be031d06d55555b287ee45703b967f38a8d5d52994dd52d68d4","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Junior standing\",\"course\":null,\"evidence\":\"Junior standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_9c1a23818fd2ded8e032f13a","course_id":"GEOG 500","catalog_version_id":"0cf4e09fffd208bcba9d020ec43b0fb95650753c6b7a38a8918ec1b1d168d3d9","record_version_id":"a9e68c6da70160acd1bcf04e44be97752b441e6b7d6a7c2c7688b1acf04979e5","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"3d53a5a21da90be031d06d55555b287ee45703b967f38a8d5d52994dd52d68d4","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"qualitative research methods geography\",\"human subjects review process\",\"fieldwork preparation ethics\",\"participant observation interviewing\",\"qualitative data analysis writing\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"analyzing field materials and writing styles in qualitative research\"}],\"text\":\"Analyze field materials and write in qualitative styles\"},{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"participant observation, interviewing, focus groups\"}],\"text\":\"Conduct participant observation, interviewing, and focus groups\"},{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"preparing for fieldwork\"}],\"text\":\"Prepare for fieldwork\"},{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"human subjects review process, research ethics\"}],\"text\":\"Navigate human subjects review and research ethics\"},{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"archival research, participatory action research\"}],\"text\":\"Perform archival and participatory action research\"}],\"summary\":{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"title\",\"quote\":\"QUALITATIVE STRATEGIES IN GEOGRAPHY\"}],\"text\":\"GEOG 500 surveys qualitative research strategies and methods in geography.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"qualitative research and methods in geography\"}],\"text\":\"Qualitative research and methods in geography\"},{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"human subjects review process, research ethics\"}],\"text\":\"Human subjects review and research ethics\"},{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"preparing for fieldwork\"}],\"text\":\"Fieldwork preparation\"},{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"participant observation, interviewing, focus groups\"}],\"text\":\"Participant observation, interviewing, and focus groups\"},{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"filmic experiences\"}],\"text\":\"Filmic experiences\"},{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"archival research\"}],\"text\":\"Archival research\"},{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"participatory action research\"}],\"text\":\"Participatory action research\"},{\"evidence\":[{\"course_id\":\"GEOG 500\",\"field\":\"description\",\"quote\":\"analyzing field materials and writing styles in qualitative research\"}],\"text\":\"Analyzing field materials and writing styles\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_9c1a23818fd2ded8e032f13a","course_id":"GEOG 500","catalog_version_id":"0cf4e09fffd208bcba9d020ec43b0fb95650753c6b7a38a8918ec1b1d168d3d9","record_version_id":"a9e68c6da70160acd1bcf04e44be97752b441e6b7d6a7c2c7688b1acf04979e5","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"3d53a5a21da90be031d06d55555b287ee45703b967f38a8d5d52994dd52d68d4","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_9c1a23818fd2ded8e032f13a","course_id":"GEOG 500","catalog_version_id":"0cf4e09fffd208bcba9d020ec43b0fb95650753c6b7a38a8918ec1b1d168d3d9","record_version_id":"a9e68c6da70160acd1bcf04e44be97752b441e6b7d6a7c2c7688b1acf04979e5","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"3d53a5a21da90be031d06d55555b287ee45703b967f38a8d5d52994dd52d68d4","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"bc8e1a1eb880bcf3f1636b091a2c87c2173b3088d2cb0b1c2b7ff0bc72bf3e30\",\"course_id\":\"GEOG 500\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"GEOG 500\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"f112e6a8-82b5-3ca0-96a5-02b086af147f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"GEOG 500\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"f112e6a8-82b5-3ca0-96a5-02b086af147f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"GEOG 500\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"f112e6a8-82b5-3ca0-96a5-02b086af147f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2014: 3.81 GPA, 100.0% A/AB (n=8 letter grades); Fall 2017: 3.91 GPA, 100.0% A/AB (n=11 letter grades); Fall 2021: 3.94 GPA, 100.0% A/AB (n=8 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false}]